{"id":"https://openalex.org/W2127531513","doi":"https://doi.org/10.1142/s0218213006003053","title":"MINING TRUST VALUES FROM RECOMMENDATION ERRORS","display_name":"MINING TRUST VALUES FROM RECOMMENDATION ERRORS","publication_year":2006,"publication_date":"2006-12-01","ids":{"openalex":"https://openalex.org/W2127531513","doi":"https://doi.org/10.1142/s0218213006003053","mag":"2127531513"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213006003053","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213006003053","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060455398","display_name":"John O\u2019Donovan","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"JOHN O'DONOVAN","raw_affiliation_strings":["Adaptive Information Cluster, School of Computer Science and Informatics, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Adaptive Information Cluster, School of Computer Science and Informatics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065595661","display_name":"Barry Smyth","orcid":"https://orcid.org/0000-0003-0962-3362"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"BARRY SMYTH","raw_affiliation_strings":["Adaptive Information Cluster, School of Computer Science and Informatics, University College Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Adaptive Information Cluster, School of Computer Science and Informatics, University College Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060455398"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":5.7458,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.95617217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"06","first_page":"945","last_page":"962"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.909716010093689},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.880646824836731},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.815399169921875},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6514124870300293},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6314234137535095},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.5254577398300171},{"id":"https://openalex.org/keywords/presentation","display_name":"Presentation (obstetrics)","score":0.5062853097915649},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48978090286254883},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4814947843551636},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4427633285522461},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.41828659176826477},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3913921117782593},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34540754556655884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19113534688949585},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.09316951036453247},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08529853820800781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.909716010093689},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.880646824836731},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.815399169921875},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6514124870300293},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6314234137535095},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.5254577398300171},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5062853097915649},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48978090286254883},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4814947843551636},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4427633285522461},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41828659176826477},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3913921117782593},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34540754556655884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19113534688949585},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.09316951036453247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08529853820800781},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0218213006003053","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213006003053","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.331.3064","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.331.3064","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.aaai.org/Papers/FLAIRS/2005/Flairs05-048.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W126908147","https://openalex.org/W1533731530","https://openalex.org/W1536558110","https://openalex.org/W1725202765","https://openalex.org/W1978372311","https://openalex.org/W1980202081","https://openalex.org/W1999047234","https://openalex.org/W1999891814","https://openalex.org/W2000855935","https://openalex.org/W2024811782","https://openalex.org/W2072651985","https://openalex.org/W2100107987","https://openalex.org/W2103438541","https://openalex.org/W2113842233","https://openalex.org/W2113858518","https://openalex.org/W2116354394","https://openalex.org/W2122625718","https://openalex.org/W2155106456","https://openalex.org/W2161644106","https://openalex.org/W2162617148"],"related_works":["https://openalex.org/W2348159088","https://openalex.org/W2402445420","https://openalex.org/W1773619406","https://openalex.org/W2377968345","https://openalex.org/W2075040002","https://openalex.org/W2391634835","https://openalex.org/W2126026531","https://openalex.org/W4318312125","https://openalex.org/W2511071455","https://openalex.org/W2369194530"],"abstract_inverted_index":{"Increasing":[0],"availability":[1],"of":[2,14,73,82,106,114,194,213,216,228],"information":[3,24,30],"has":[4],"furthered":[5],"the":[6,58,80,141,192,208,221,226,249,260],"need":[7,72],"for":[8,40,63,99,103],"recommender":[9],"systems":[10,17],"across":[11],"a":[12,35,97,107,120,126,165,173,181,214,240],"variety":[13],"domains.":[15],"These":[16],"are":[18,70],"designed":[19],"to":[20,26,68,87,116,123,125,149,189,198,203,255],"tailor":[21],"each":[22,104],"user's":[23,112],"space":[25],"suit":[27],"their":[28],"particular":[29],"needs.":[31],"Collaborative":[32],"filtering":[33,168],"is":[34,130,200],"successful":[36],"and":[37,49,57,94,170],"popular":[38],"technique":[39,98,159,179],"producing":[41],"recommendations":[42],"based":[43,109],"on":[44,54,110,238],"similarities":[45,56],"in":[46,71,136,140,176,184,207],"users'":[47,137],"tastes":[48],"opinions.":[50],"Our":[51,153,244],"work":[52],"focusses":[53],"these":[55],"fact":[59],"that":[60,111,191,248],"current":[61],"techniques":[62,252],"defining":[64],"which":[65,177],"users":[66,199],"contribute":[67],"recommendation":[69,108,121,142,209,230,242,250],"improvement.":[74],"In":[75,90],"this":[76,88,151,157],"paper":[77],"we":[78,92,171,233],"propose":[79],"use":[81],"trustworthiness":[83],"as":[84,257,259],"an":[85],"improvement":[86],"situation.":[89],"particular,":[91],"define":[93,172],"empirically":[95],"test":[96],"eliciting":[100],"trust":[101,206,222],"values":[102],"producer":[105],"history":[113],"contributions":[115,139],"recommendations.":[117],"We":[118,144,187],"compute":[119,150],"range":[122,215,231,251],"present":[124,145],"target":[127],"user.":[128],"This":[129],"done":[131],"by":[132],"leveraging":[133],"under/overestimate":[134],"errors":[135],"past":[138],"process.":[143],"three":[146],"different":[147],"models":[148],"range.":[152],"evaluation":[154],"shows":[155],"how":[156],"trust-based":[158],"can":[160],"be":[161],"easily":[162],"incorporated":[163],"into":[164],"standard":[166],"collaborative":[167],"algorithm":[169,183],"fair":[174],"comparison":[175],"our":[178,229],"outperforms":[180],"benchmark":[182],"predictive":[185],"accuracy.":[186],"aim":[188],"show":[190,247],"presentation":[193,212],"absolute":[195],"rating":[196,217],"predictions":[197],"more":[201],"likely":[202],"reduce":[204],"user":[205],"system":[210],"than":[211],"predictions.":[218],"To":[219],"evaluate":[220],"benefits":[223],"resulting":[224],"from":[225],"transparency":[227],"techniques,":[232],"carry":[234],"out":[235],"user-satisfaction":[236,245],"trials":[237],"BoozerChoozer,":[239],"pub":[241],"system.":[243],"results":[246],"perform":[253],"up":[254],"twice":[256],"well":[258],"benchmark.":[261]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
